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Reply by Authors. J Urol 2024:101097JU0000000000004017. [PMID: 38713596 DOI: 10.1097/ju.0000000000004017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 05/09/2024]
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A Phase II Trial of Intravesical Gemcitabine and Docetaxel in the Treatment of Bacillus Calmette-Guérin‒Naïve Nonmuscle-Invasive Urothelial Carcinoma of the Bladder. J Urol 2024:101097JU0000000000003977. [PMID: 38653234 DOI: 10.1097/ju.0000000000003977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 04/05/2024] [Indexed: 04/25/2024]
Abstract
PURPOSE Combination intravesical gemcitabine and docetaxel (GemDoce) has demonstrated efficacy as second-line therapy for patients with bacillus Calmette-Guérin (BCG)‒unresponsive nonmuscle-invasive urothelial carcinoma of the bladder (NMIBC). In the context of widespread BCG shortages, we performed a phase 2 prospective trial to assess GemDoce for BCG-naïve NMIBC. MATERIALS AND METHODS This study is a prospective, single-arm, open-label phase 2 trial for patients with BCG-naïve high-risk NMIBC. Intravesical GemDoce was given weekly for 6 weeks as induction followed by monthly maintenance therapy for 2 years among responders. The primary end point was 3-month complete response, and key secondary end points included adverse events (AEs) and 12-month recurrence-free survival. RESULTS Twenty-five patients were enrolled between August 2020 and August 2022 with median follow-up of 19.6 months. The pretrial pathologic stages were high-grade (HG) T1 with carcinoma in situ (CIS; n = 7), HGT1 without CIS (n = 6), HGTa (n = 9), and CIS alone (n = 3). The 3-month complete response rate was 100% and recurrence-free survival at 12 months was 92%. Two patients with pretrial HGT1 had HGT1 recurrences at 9 and 12 months. No patients progressed to T2 disease, underwent radical cystectomy, or had any radiographic evidence of progressive disease. Grade 1 AEs were common (23/25 patients) including hematuria, urinary frequency, urgency, and fatigue. Five patients (20%) experienced a grade 3 AE including hematuria and UTI. CONCLUSIONS In this single-arm phase 2 trial, GemDoce was well tolerated with promising efficacy for patients with BCG-naïve high-risk NMIBC.
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Multi-institutional Analysis of Metastasis-directed Therapy with or Without Androgen Deprivation Therapy in Oligometastatic Castration-sensitive Prostate Cancer. Eur Urol Oncol 2024:S2588-9311(24)00086-5. [PMID: 38570239 DOI: 10.1016/j.euo.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 02/10/2024] [Accepted: 03/19/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Metastasis-directed therapy (MDT) is increasingly being used in oligometastatic castration-sensitive prostate cancer (omCSPC). However, it is currently unclear how to optimally integrate MDT with the standard of care of systemic hormonal therapy. OBJECTIVE To report long-term outcomes of MDT alone versus MDT and a defined course of androgen deprivation therapy (ADT) in omCSPC. DESIGN, SETTING, AND PARTICIPANTS Here, a multicenter, international retrospective cohort of omCSPC as defined by conventional imaging was reported. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Biochemical progression-free survival (bPFS), distant progression-free survival (dPFS), and combined biochemical or distant progression-free survival (cPFS) were evaluated with Kaplan-Meier and multivariable Cox proportional hazard regression models. RESULTS AND LIMITATIONS A total of 263 patients were included, 105 with MDT + ADT and 158 with MDT alone. The majority of patients had metachronous disease (90.5%). Five-year bPFS, dPFS, and cPFS were, respectively, 24%, 41%, and 19% in patients treated with MDT + ADT and 11% (hazard ratio [HR] 0.48, 95% confidence interval [CI] 0.36-0.64), 29% (HR 0.56, 95% CI 0.40-0.78), and 9% (HR 0.50, 95% CI 0.38-0.67) in patients treated with MDT alone. On a multivariable analysis adjusting for pretreatment variables, the use of ADT was associated with improved bPFS (HR 0.43, p < 0.001), dPFS (HR 0.45, p = 0.002), and cPFS (HR 0.44, p < 0.001). CONCLUSIONS In this large multi-institutional report, the addition of concurrent ADT to MDT appears to improve time to prostate-specific antigen progression and distant recurrence, noting that about 10% patients had durable control with MDT alone. Ongoing phase 3 studies will help further define treatment options for omCSPC. PATIENT SUMMARY Here, we report a large retrospective review evaluating the outcomes of metastasis-directed therapy with or without a limited course of androgen deprivation for patients with oligometastatic castration-sensitive prostate cancer. This international multi-institutional review demonstrates that the addition of androgen deprivation therapy to metastasis-directed therapy (MDT) improves progression-free survival. While a proportion of patients appear to have long-term disease control with MDT alone, further work in biomarker discovery is required to better identify which patients would be appropriate for de-escalated therapy.
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Machine Learning for the Prediction of Biochemical Recurrence in Patients Treated with Radical Prostatectomy. Int J Radiat Oncol Biol Phys 2023; 117:e484. [PMID: 37785531 DOI: 10.1016/j.ijrobp.2023.06.1710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Biochemical recurrence (BCR) occurs in about 40% of patients with prostate cancer following radical prostatectomy (RP). Our goal was to develop a machine learning model for the prediction of BCR five-years after RP, to improve patient prognostication. MATERIALS/METHODS Patients treated with RP at a tertiary care medical center between 1990 and 2017 were included. A gradient boosted decision trees-based machine learning model modified to handle survival data was trained on 80% of the dataset. The model's performance was evaluated on the remaining 20%. Input variables were age at surgery, prostate specific antigen (PSA) at diagnosis (in ng/mL), pathologic Gleason grade group (GG), pathologic T stage (organ confined disease vs. extracapsular extension (ECE) vs. seminal vesicle invasion (SVI)), lymph node involvement, and surgical margin status. Model performance was assessed using time-dependent area under curve of the receiver operator curve (AUC). RESULTS The full dataset included 11,139 patients, of whom 1,153 (10%) developed BCR. Median age at surgery was 59 and PSA at diagnosis was 5.4 ng/mL. Only 1,080 (9.7%) patients had GG 3, and 707 (6.3%) GG 4 and 5. 1,366 (12%) patients had positive surgical margins and 134 (1.2%) had lymph node involvement. Most patients had organ confined disease with EPE and SVI diagnosed in 2,759 (25%) and 392 (3.5%) patients, respectively. Median follow-up was 5 years and median time to BCR was 4 years. When validated on the hold-out set of 2,228 patients, the model shows a time-dependent AUC of 0.82 (95% CI 0.78 - 0.86) for BCR at t = 5 years. CONCLUSION Our machine learning model can be used to estimate risk of BCR following RP and shows exceptional performance, with implications on patient prognostication and follow-up. We are currently working on validating its performance on an external dataset.
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Multi-Institutional Analysis of Metastasis Directed Therapy with or without Androgen Deprivation Therapy in Oligometastatic Castration Sensitive Prostate Cancer. Int J Radiat Oncol Biol Phys 2023; 117:e442-e443. [PMID: 37785433 DOI: 10.1016/j.ijrobp.2023.06.1620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Several prospective trials in oligometastatic castration sensitive prostate cancer (omCSPC) have shown metastasis-directed therapy (MDT) can delay time to progression and initiation of androgen deprivation therapy (ADT) compared to observation. However, the optimal integration of ADT with MDT remains unclear. Here we report a multi-national, multi-institutional retrospective cohort of omCSPC treated with MDT to characterize the long-term outcomes of patients treated with MDT alone or in combination with ADT. MATERIALS/METHODS Patients with a controlled primary site and omCSPC (defined as ≤ 5 lesions on conventional imaging) treated with MDT with or without concurrent ADT and with at least 36 months follow-up were retrospectively screened across 13 institutions. The primary endpoints included biochemical progression free survival (bPFS) and radiographic progression free survival (rPFS) calculated using Kaplan-Meier method and stratified by treatment group (MDT alone vs MDT + ADT). Multivariable Cox regression was performed adjusted for variables found to be prognostic on univariate analysis. RESULTS Among 414 patients screened, a total of 263 patients treated between 2003 and 2018 met inclusion criteria and included. Of these, 105 received MDT alone and 158 received MDT+ADT, with median follow-up of 49.5 and 54.5 months, respectively. The majority were metachronous (90%) and had bone lesions (60%). Median ADT duration was 21.3 months (IQR 12.0- 31.9). Patients who received ADT vs. no ADT had poorer prognostic features including 23% vs. 1% synchronous (p<0.001), and 55% vs 40% Gleason 8-10 (p = 0.012). ADT use was associated with a better 5-year bPFS 24% vs 11% (p<0.0001) and rPFS 41% vs 29% (p<0.001). On multivariable Cox regression adjusting for post-MDT PSA nadir and salvage therapy, ADT use maintained significance for both bPFS (HR 0.51 (0.36, 0.71), p<0.001) and rPFS (HR 0.67, 95% CI 0.46-0.96, p = 0.03). CONCLUSION Long-term outcomes with MDT alone suggest a small proportion of patients experience sustained disease control. The addition of ADT appears to improve rPFS, however prospective studies are needed in order to allow for personalization of care in patients with omCSPC.
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Machine Learning for the Prediction of Adverse Pathological Outcomes in Patients Treated with Radical Prostatectomy. Int J Radiat Oncol Biol Phys 2023; 117:e484. [PMID: 37785533 DOI: 10.1016/j.ijrobp.2023.06.1709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Extracapsular extension (ECE) and seminal vesicle invasion (SVI) are associated with negative oncologic outcomes in patients with prostate cancer. We have developed and validated a machine learning model to more accurately identify patients at risk of these adverse surgical outcomes prior to radical prostatectomy (RP). MATERIALS/METHODS This study included a cohort of patients diagnosed with prostate cancer and treated with RP and lymph node dissection at a tertiary care medical center from 2010 to 2020. An ensemble model using a base gradient-boosted trees-based machine learning model and isotonic calibrators was trained on 80% of the cohort, with 20% held out for validation. The model uses age at surgery, prostate specific antigen level (PSA) at diagnosis, biopsy Gleason grade group, numbers of positive and negative cores on biopsy, and clinical T-stage (cT) as input variables. Model performance was assessed on the hold-out set using the area under the receiver operating curve (AUC). RESULTS The full dataset included 18,729 eligible patients. Median PSA at diagnosis was 7.3 ng/mL. Most patients had clinically organ confined disease (cT1 - cT2) with only 136 (0.7%) having cT3. The most common biopsy Gleason grade group was 2 (7,118 or 38% of patients), with Gleason grade 4 in 1,796 (9.6%), and 5 in 1,064 (5.7%) patients. After RP, 11,931 (64%) of patients had organ confined disease, 4,298 (23%) had ECE, and 2,500 (13%) had SVI. When validated on the hold-out set (n = 3,746), the model had AUCs of 0.79 (95%-CI 0.77 - 0.80), 0.67 (0.65 - 0.69), and 0.83 (0.81 - 0.85) for the prediction of organ confined disease, ECE, and SVI, respectively. CONCLUSION In conclusion, we have developed a machine learning model that predicts individual patient risk of pathologic T-stage. The model can be used to provide more accurate risk assessments and improve surgical treatment planning. We are currently working on externally validating our results on patients from different institutions.
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Trainee Physician Milestone Ratings and Patient Complaints in Early Posttraining Practice. JAMA Netw Open 2023; 6:e237588. [PMID: 37040112 PMCID: PMC10091163 DOI: 10.1001/jamanetworkopen.2023.7588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2023] Open
Abstract
Importance Evaluation of trainees in graduate medical education training programs using Milestones has been in place since 2013. It is not known whether trainees who have lower ratings during the last year of training go on to have concerns related to interactions with patients in posttraining practice. Objective To investigate the association between resident Milestone ratings and posttraining patient complaints. Design, Setting, and Participants This retrospective cohort study included physicians who completed Accreditation Council for Graduate Medical Education (ACGME)-accredited programs between July 1, 2015, and June 30, 2019, and worked at a site that participated in the national Patient Advocacy Reporting System (PARS) program for at least 1 year. Milestone ratings from ACGME training programs and patient complaint data from PARS were collected. Data analysis was conducted from March 2022 to February 2023. Exposures Lowest professionalism (P) and interpersonal and communication skills (ICS) Milestones ratings 6 months prior to the end of training. Main Outcomes and Measures PARS year 1 index scores, based on recency and severity of complaints. Results The cohort included 9340 physicians with median (IQR) age of 33 (31-35) years; 4516 (48.4%) were women physicians. Overall, 7001 (75.0%) had a PARS year 1 index score of 0, 2023 (21.7%) had a score of 1 to 20 (moderate), and 316 (3.4%) had a score of 21 or greater (high). Among physicians in the lowest Milestones group, 34 of 716 (4.7%) had high PARS year 1 index scores, while 105 of 3617 (2.9%) with Milestone ratings of 4.0 (proficient), had high PARS year 1 index scores. In a multivariable ordinal regression model, physicians in the 2 lowest Milestones rating groups (0-2.5 and 3.0-3.5) were statistically significantly more likely to have higher PARS year 1 index scores than the reference group with Milestones ratings of 4.0 (0-2.5 group: odds ratio, 1.2 [95% CI, 1.0-1.5]; 3.0-3.5 group: odds ratio, 1.2 [95% CI, 1.1-1.3]). Conclusions and Relevance In this study, trainees with low Milestone ratings in P and ICS near the end of residency were at increased risk for patient complaints in their early posttraining independent physician practice. Trainees with lower Milestone ratings in P and ICS may need more support during graduate medical education training or in the early part of their posttraining practice career.
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Human C1q Tumor Necrosis Factor 8 (CTRP8) defines a novel tryptase+ mast cell subpopulation in the prostate cancer microenvironment. Biochim Biophys Acta Mol Basis Dis 2023; 1869:166681. [PMID: 36921737 DOI: 10.1016/j.bbadis.2023.166681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 01/26/2023] [Accepted: 02/28/2023] [Indexed: 03/16/2023]
Abstract
The adipokine C1q Tumor Necrosis Factor 8 (CTRP8) is the least known member of the 15 CTRP proteins and a ligand of the relaxin receptor RXFP1. We previously demonstrated the ability of the CTRP8-RXFP1 interaction to promote motility, matrix invasion, and drug resistance. The lack of specific tools to detect CTRP8 protein severely limits our knowledge on CTRP8 biological functions in normal and tumor tissues. Here, we have generated and characterized the first specific antiserum to human CTRP8 which identified CTRP8 as a novel marker of tryptase+ mast cells (MCT) in normal human tissues and in the prostate cancer (PC) microenvironment. Using human PC tissue microarrays composed of neoplastic and corresponding tumor-adjacent prostate tissues, we have identified a significantly higher number of CTRP8+ MCT in the peritumor versus intratumor compartment of PC tissues of Gleason scores 6 and 7. Higher numbers of CTRP8+ MCT correlated with the clinical parameter of biochemical recurrence. We showed that the human MC line ROSAKIT WT expressed RXFP1 transcripts and responded to CTRP8 treatment with a small but significant increase in cell proliferation. Like the cognate RXFP1 ligand RLN-2 and the small molecule RXFP1 agonist ML-290, CTRP8 reduced degranulation of ROSAKIT WT MC stimulated by the Ca2+-ionophore A14187. In conclusion, this is the first report to identify the RXFP1 agonist CTRP8 as a novel marker of MCT and autocrine/paracrine oncogenic factor within the PC microenvironment.
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Machine Learning for the Prediction of Distant Metastases Following Postprostatectomy Salvage Radiation Therapy. Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Active Surveillance for Men Younger than 60 Years or with Intermediate-risk Localized Prostate Cancer. Descriptive Analyses of Clinical Practice in the Movember GAP3 Initiative. EUR UROL SUPPL 2022; 41:126-133. [PMID: 35813247 PMCID: PMC9257656 DOI: 10.1016/j.euros.2022.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2022] [Indexed: 11/16/2022] Open
Abstract
Background Active surveillance (AS) is a management option for men diagnosed with low-risk prostate cancer. Opinions differ on whether it is safe to include young men (≤60 yr) or men with intermediate-risk disease. Objective To assess whether reasons for discontinuation, treatment choice after AS, and adverse pathology at radical prostatectomy (RP; N1, or ≥GG3, or ≥pT3) differ for men ≤60 yr or those with European Association of Urology (EAU) intermediate-risk disease from those for men >60 yr or those with EAU low-risk disease. Design setting and participants We analyzed data from 5411 men ≤60 yr and 14 959 men >60 yr, 14 064 men with low-risk cancer, and 2441 men with intermediate-risk cancer, originating from the GAP3 database (21 169 patients/27 cohorts worldwide). Outcome measurements and statistical analysis Cumulative incidence curves were used to estimate the rates of AS discontinuation and treatment choice. Results and limitations The probability of discontinuation of AS due to disease progression at 5 yr was similar for men aged ≤60 yr (22%) and those >60 yr (25%), as well as those of any age with low-risk disease (24%) versus those with intermediate-risk disease (24%). Men with intermediate-risk disease are more prone to discontinue AS without evidence of progression than men with low-risk disease (at 1/5 yr: 5.9%/14.2% vs 2.0%/8.8%). Adverse pathology at RP was observed in 32% of men ≤60 yr compared with 36% of men >60 yr (p = 0.029), and in 34% with low-risk disease compared with 40% with intermediate-risk disease (p = 0.048). Conclusions Our descriptive analysis of AS practices worldwide showed that the risk of progression during AS is similar across the age and risk groups studied. The proportion of adverse pathology was higher among men >60 yr than among men ≤60 yr. These results suggest that men ≤60 yr and those with EAU intermediate-risk disease should not be excluded from opting for AS as initial management. Patient summary Data from 27 international centers reflecting daily clinical practice suggest that younger men or men with intermediate-risk prostate cancer do not hold greater risk for disease progression during active surveillance.
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Development and validation of a quantitative reactive stroma biomarker (qRS) for prostate cancer prognosis. Hum Pathol 2022; 122:84-91. [PMID: 35176252 PMCID: PMC9832989 DOI: 10.1016/j.humpath.2022.01.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 01/20/2022] [Accepted: 01/23/2022] [Indexed: 01/13/2023]
Abstract
To develop and validate a new tissue-based biomarker that improves prediction of outcomes in localized prostate cancer by quantifying the host response to tumor. We use digital image analysis and machine learning to develop a biomarker of the prostate stroma called quantitative reactive stroma (qRS). qRS is a measure of percentage tumor area with a distinct, reactive stromal architecture. Kaplan Meier analysis was used to determine survival in a large retrospective cohort of radical prostatectomy samples. qRS was validated in two additional, distinct cohorts that include international cases and tissue from both radical prostatectomy and biopsy specimens. In the developmental cohort (Baylor College of Medicine, n = 482), patients whose tumor had qRS > 34% had increased risk of prostate cancer-specific death (HR 2.94; p = 0.039). This result was replicated in two validation cohorts, where patients with qRS > 34% had increased risk of prostate cancer-specific death (MEDVAMC; n = 332; HR 2.64; p = 0.02) and also biochemical recurrence (Canary; n = 988; HR 1.51; p = 0.001). By multivariate analysis, these associations were shown to hold independent predictive value when compared to currently used clinicopathologic factors including Gleason score and PSA. qRS is a new, validated biomarker that predicts prostate cancer death and biochemical recurrence across three distinct cohorts. It measures host-response rather than tumor-based characteristics, and provides information not represented by standard prognostic measurements.
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Racial differences in the natural history of small renal masses: A prospective registry study. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.6_suppl.295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
295 Background: Patients with small renal masses (SRM) can be managed conservatively by active surveillance (AS) or active treatment. A subset of patients who elect for AS undergo delayed intervention, either due to progression or other factors. Using a large, prospective registry of patients with SRMs we characterize differences in SRM growth trajectories on AS and pathologic differences among resected SRMs between African Americans (AA) and Caucasians. Methods: We stratified patients enrolled in the prospective Delayed Intervention and Surveillance for Small Renal Masses (DISSRM) registry by race. DISSRM includes AS, primary intervention (PI), and delayed intervention (DI). The growth rate for patients who elected for AS was compared between AA and Caucasian patients. Pathologic features among patients who underwent PI or DI were compared by race. Results: We enrolled 745 patients in DISSRM who were either AA (n = 117, 15.7%) or Caucasian (n = 628 (84.3%)), with median follow-up of 3.3 years [IQR 1.5-6.6]. 410 patients elected for AS (84% Caucasian, 16% AA) and 401 opted for PI (n = 335) or DI (n = 66) (86% Caucasian, 14% AA). Within the AS cohort, no differences were seen in age, comorbidities, or tumor size, though Caucasians were more male-predominant (60.9% vs. 38.5%, p = 0.001), and body mass index was higher among AA (p = 0.03). Median overall growth rate for AA vs Caucasian was 0.04 cm/year [-0.03-0.3] vs 0.1 cm/year [0-0.33], p = 0.2 (Figure).In the DI arm, median time to intervention was 12.5 months, with HR (AA vs Caucasian) being 0.32 (0.13-0.82), p = 0.02. There were no differences in baseline clinical characteristics or tumor size in the DI or PI arm, however AA were more likely to undergo radical nephrectomy (24.6% vs. 10.4%, p = 0.01). pT stage and grade were similar between groups, and papillary histology was more common among AA (34.1% vs 19.9%, p = 0.007). There were 31 deaths among patients undergoing intervention, which was significantly worse for AA after multivariable adjustment (HR 2.51, p = 0.025). Conclusions: Using the largest prospective registry of SRM, we found the natural history of SRM on AS to be similar between AA and Caucasians. However, histology, surgical approach, and survival differed between groups, with worse OS among AA. Further socioeconomic and molecular analyses will help elucidate biological differences and identify strategies to improve outcomes among patients with SRM.
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Clinicopathologic and survival differences between African Americans and Caucasians with renal cell carcinoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.6_suppl.296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
296 Background: The incidence of renal cell carcinoma (RCC) has gradually increased over the past decades, particularly among African Americans (AA). Lifestyle and other factors such as high blood pressure and tobacco exposure are associated with its incidence. We aim to compare differences in clinicopathologic characteristics and survival outcomes between AA and Caucasian patients undergoing nephrectomy for RCC. Methods: A retrospective single institutional analysis was performed on AA or Caucasian patients undergoing nephrectomy for RCC between 1996 and 2021. Baseline clinical and pathologic characteristics were compared by race. Survival outcomes, including cancer-specific survival (CSS) and overall survival (OS), were assessed by Kaplan-Meier methods and multivariable Cox regression analysis (MVA). Results: We included 2,439 patients (445 AA, 1987 Caucasians). AA patients were female-predominant compared to Caucasians (54.8% vs. 35.7%, p<0.01). AA patients were more likely to have a history of hypertension (44.0% vs. 40.3%, p<0.001) and diabetes (14.4% vs. 11.4%, p<0.001). Caucasian race was associated with higher pathologic stage (p<0.001), positive nodal status (3.8% vs. 1.1%, p=0.016), and metastatic disease at presentation (3.7% vs. 1.8%, p=0.042). AA had more papillary variant compared to Caucasians (36 v 15.7%, p<0.01). The 5-year CSS across all stages was better for AA vs. Caucasians (93.1% vs. 89.7%, p=0.01), but after adjusting for covariates, race was not significant for CSS on MVA (HR 0.89 (95% CI 0.57-1.38), p=0.8). Similar findings were seen in OS. We performed additional sub-analyses on patients with stage pT1a (n=665) and locally advanced (pT3-4, n=431) clear cell RCC. Among these sub-groups, no significant differences were seen by race. Conclusions: Within our institutional cohort, AA patients with RCC undergoing nephrectomy did not exhibit worse pathologic characteristics at presentation or inferior survival outcomes compared to their Caucasian counterparts. There were notable differences among baseline clinical characteristics and histology by race. Socioeconomic and molecular analyses will help elucidate biological differences and identify socially actionable strategies to improve outcomes among patients with RCC.
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Comparison of Characteristics, Follow-up and Outcomes of Active Surveillance for Prostate Cancer According to Ethnicity in the GAP3 Global Consortium Database. EUR UROL SUPPL 2021; 34:47-54. [PMID: 34934967 PMCID: PMC8655390 DOI: 10.1016/j.euros.2021.09.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/28/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Studies of active surveillance (AS) for prostate cancer (PCa) have focussed predominantly on Caucasian populations. Little is known about the experience of Asian men, while suitability for men of African descent has been questioned. OBJECTIVE To compare baseline characteristics, follow-up, and outcomes for men on AS for PCa, according to ethnicity. DESIGN SETTING AND PARTICIPANTS The study cohort included 13 centres from the GAP3 consortium that record ethnicity (categorised broadly as Caucasian/white, African/Afro-Caribbean/black, Asian, mixed/other, and unknown). Men with biopsy grade group >2, prostate-specific antigen (PSA) >20 ng/ml, T stage ≥cT3, or age >80 yr were excluded. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Clinical characteristics, follow-up schedules, outcome status, and reasons for discontinuation were compared across ethnic groups. Risk of upgrading, potential disease progression (grade group ≥3 or T stage ≥3), suspicious indications (any upgrading, number of positive cores >3, T stage ≥cT3, PSA >20 ng/ml, or PSA density >0.2 ng/ml/cc2), and conversion to treatment were assessed using mixed-effect regression models. RESULTS AND LIMITATIONS The eligible cohort (n = 9158) comprised 83% Caucasian men, 6% men of African descent, 5% Asian men, 2% men of mixed/other ethnicity, and 4% men of unknown ethnicity. Risks of suspicious indicators (hazard ratio = 1.27; 95% confidence interval [CI] 1.12-1.45), upgrading (odds ratio [OR] = 1.40; 95% CI 1.14-1.71), and potential progression (OR = 1.46; 95% CI 1.06-2.01) were higher among African/black than among Caucasian/white men. Risk of transitioning to treatment did not differ by ethnicity. More Asian than Caucasian men converted without progression (42% vs 26%, p < 0.001). Heterogeneity in surveillance protocols and racial makeup limit interpretation. CONCLUSIONS This multinational study found differences in the risk of disease progression and transitioning to treatment without signs of progression between ethnic groups. Further research is required to determine whether differences are due to biology, sociocultural factors, and/or clinical practice. PATIENT SUMMARY This international study compared prostate cancer active surveillance outcomes by ethnicity. Risks of upgrading and disease progression were higher among African than among Caucasian men. Transitioning to treatment without progression was highest among Asian men. Understanding of these differences requires further investigation.
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Chronic pain associated with penile prostheses may persist despite revision or explantation. Can Urol Assoc J 2021; 16:42-46. [PMID: 34582341 DOI: 10.5489/cuaj.7391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Inflatable penile prosthesis (IPP) implantation is the gold-standard treatment for medically refractory erectile dysfunction. New chronic pain after IPP implantation is rarely discussed and the optimal treatment is unclear. We evaluated whether IPP reoperation for a primary indication of chronic pain improves patients' symptoms. Our secondary aim was to explore factors associated with resolution or persistence of pain after IPP reoperation. METHODS We conducted a retrospective analysis of 315 patients who had an IPP revision or explantation at two high-volume prosthetic centers between May 2007 and May 2017. We excluded patients who had device malfunction, pain for <2 months, pain associated with infection or erosion, and patients without long-term followup data. Persistent pain was diagnosed based on patient self-report. RESULTS A total of 31 patients met our criteria for having undergone a surgical revision (n=18) or explantation (n=13) for pain relief. Eighteen (58%) patients had persistent pain despite surgical intervention. Only patients who had pain secondary to a device malposition improved after reoperation (n=13). A prior diagnosis of a chronic pain syndrome was associated with persistent pain despite intervention. Pain improvement was not associated with age, comorbid conditions, duration of implant, or the number of surgical revisions performed. CONCLUSIONS Surgical intervention for chronic penile prosthesis pain is unlikely to relieve symptoms, particularly for patients with chronic pain disorders. Patients should be counselled that IPP reoperative procedures as a treatment for pain should be avoided unless the device is identified to be malpositioned, and consideration of alternative therapeutic options may be more beneficial.
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Using the Movember Foundation's GAP3 cohort to measure the effect of active surveillance on patient-reported urinary and sexual function-a retrospective study in low-risk prostate cancer patients. Transl Androl Urol 2021; 10:2719-2727. [PMID: 34295757 PMCID: PMC8261406 DOI: 10.21037/tau-20-1255] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 04/29/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Active surveillance (AS) for low-risk prostate cancer (PCa) is intended to overcome potential side-effects of definitive treatment. Frequent prostate biopsies during AS may, however, impact erectile (EF) and urinary function (UF). The objective of this study was to test the influence of prostate biopsies on patient-reported EF and UF using multicenter data from the largest to-date AS-database. METHODS In this retrospective study, data analyses were performed using the Movember GAP3 database (v3.2), containing data from 21,169 AS participants from 27 AS-cohorts worldwide. Participants were included in the study if they had at least one follow-up prostate biopsy and completed at least one patient reported outcome measure (PROM) related to EF [Sexual Health Inventory for Men (SHIM)/five item International Index of Erectile Function (IIEF-5)] or UF [International Prostate Symptom Score (IPSS)] during follow-up. The longitudinal effect of the number of biopsies on either SHIM/IIEF-5 or IPSS were analyzed using linear mixed models to adjust for clustering at patient-level. Analyses were stratified by center; covariates included age and Gleason Grade group at diagnosis, and time on AS. RESULTS A total of 696 participants completed the SHIM/IIEF-5 3,175 times, with a median follow-up of 36 months [interquartile range (IQR) 20-55 months]. A total of 845 participants completed the IPSS 4,061 times, with a median follow-up of 35 months (IQR 19-56 months). The intraclass correlation (ICC) was 0.74 for the SHIM/IIEF-5 and 0.68 for the IPSS, indicating substantial differences between participants' PROMs. Limited heterogeneity between cohorts in the estimated effect of the number of biopsies on either PROM were observed. A significant association was observed between the number of biopsies and the SHIM/IIEF-5 score, but not for the IPSS score. Every biopsy was associated with a decrease in the SHIM/IIEF-5 score of an average 0.67 (95% CI, 0.47-0.88) points. CONCLUSIONS Repeated prostate biopsy as part of an AS protocol for men with low-risk PCa does not have a significant association with self-reported UF but does impact self-reported sexual function. Further research is, however, needed to understand whether the effect on sexual function implies a negative clinical impact on their quality of life and is meaningful from a patient's perspective. In the meantime, clinicians and patients should anticipate a potential decline in erectile function and hence consider incorporating the risk of this harm into their discussion about opting for AS and also when deciding on the stringency of follow-up biopsy schedules with long-term AS.
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C1Q‐TNF‐related peptide 8 (CTRP8) in human prostate cancer. FASEB J 2021. [DOI: 10.1096/fasebj.2021.35.s1.04914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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A first step towards a global nomogram to predict disease progression for men on active surveillance. Transl Androl Urol 2021; 10:1102-1109. [PMID: 33850745 PMCID: PMC8039580 DOI: 10.21037/tau-20-1082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Signs of disease progression (28%) and conversion to active treatment without evidence of disease progression (13%) are the main reasons for discontinuation of active surveillance (AS) in men with localised prostate cancer (PCa). We aimed to develop a nomogram to predict disease progression in these patients. METHODS As a first step in the development of a nomogram, using data from Movembers' GAP3 Consortium (n=14,380), we assessed heterogeneity between centres in terms of risk of disease progression. We started with assessment of baseline hazards for disease progression based on grouping of centres according to follow-up protocols [high: yearly; intermediate: ~2 yearly; and low: at year 1, 4 & 7 (i.e., PRIAS)]. We conducted cause-specific random effect Cox proportional hazards regression to estimate risk of disease progression by centre in each group. RESULTS Disease progression rates varied substantially between centres [median hazard ratio (MHR): 2.5]. After adjustment for various clinical factors (age, year of diagnosis, Gleason grade group, number of positive cores and PSA), substantial heterogeneity in disease progression remained between centres. CONCLUSIONS When combining worldwide data on AS, we noted unexplained differences of disease progression rate even after adjustment for various clinical factors. This suggests that when developing a global nomogram, local adjustments for differences in risk of disease progression and competing outcomes such as conversion to active treatment need to be considered.
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Feasibility of integrating canine olfaction with chemical and microbial profiling of urine to detect lethal prostate cancer. PLoS One 2021; 16:e0245530. [PMID: 33596212 PMCID: PMC7888653 DOI: 10.1371/journal.pone.0245530] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 01/02/2021] [Indexed: 12/12/2022] Open
Abstract
Prostate cancer is the second leading cause of cancer death in men in the developed world. A more sensitive and specific detection strategy for lethal prostate cancer beyond serum prostate specific antigen (PSA) population screening is urgently needed. Diagnosis by canine olfaction, using dogs trained to detect cancer by smell, has been shown to be both specific and sensitive. While dogs themselves are impractical as scalable diagnostic sensors, machine olfaction for cancer detection is testable. However, studies bridging the divide between clinical diagnostic techniques, artificial intelligence, and molecular analysis remains difficult due to the significant divide between these disciplines. We tested the clinical feasibility of a cross-disciplinary, integrative approach to early prostate cancer biosensing in urine using trained canine olfaction, volatile organic compound (VOC) analysis by gas chromatography-mass spectroscopy (GC-MS) artificial neural network (ANN)-assisted examination, and microbial profiling in a double-blinded pilot study. Two dogs were trained to detect Gleason 9 prostate cancer in urine collected from biopsy-confirmed patients. Biopsy-negative controls were used to assess canine specificity as prostate cancer biodetectors. Urine samples were simultaneously analyzed for their VOC content in headspace via GC-MS and urinary microbiota content via 16S rDNA Illumina sequencing. In addition, the dogs' diagnoses were used to train an ANN to detect significant peaks in the GC-MS data. The canine olfaction system was 71% sensitive and between 70-76% specific at detecting Gleason 9 prostate cancer. We have also confirmed VOC differences by GC-MS and microbiota differences by 16S rDNA sequencing between cancer positive and biopsy-negative controls. Furthermore, the trained ANN identified regions of interest in the GC-MS data, informed by the canine diagnoses. Methodology and feasibility are established to inform larger-scale studies using canine olfaction, urinary VOCs, and urinary microbiota profiling to develop machine olfaction diagnostic tools. Scalable multi-disciplinary tools may then be compared to PSA screening for earlier, non-invasive, more specific and sensitive detection of clinically aggressive prostate cancers in urine samples.
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Comparison of different biopsy schedules among men on active surveillance: Analysis of the GAP3 global consortium database. EUR UROL SUPPL 2020. [DOI: 10.1016/s2666-1683(20)33637-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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PD62-12 COMPARISON OF DIFFERENT BIOPSY SCHEDULES AMONG MEN ON ACTIVE SURVEILLANCE: ANALYSIS OF THE GAP3 GLOBAL CONSORTIUM DATABASE. J Urol 2020. [DOI: 10.1097/ju.0000000000000979.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Abstract
Aim: A maximum surgical blood order schedule (MSBOS) was implemented at our institution to optimize preoperative blood ordering and reduce unnecessary blood preparation for patients undergoing radical prostatectomy (RP), a common urologic procedure. Materials & methods: We conducted a retrospective review of patients who underwent RP from 2010 to 2016 and categorized patients by date of RP (pre- or post-MSBOS) and compared preoperative blood-ordering practices. Results: After MSBOS implementation, preoperative blood orders changed from predominantly type and cross-match 2 units (53%) to no sample (56%) for robot-assisted laparoscopic RP, and from mostly type and cross-match 2 units (62%) to type and screen (75%) for open RP with resultant cost savings. Conclusion: MSBOS implementation and compliance decreases unnecessary preoperative blood orders.
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Overall survival (OS) and metastasis-free survival (MFS) in men with biochemically relapsed (BCR) prostate cancer after radical prostatectomy (RP) managed with deferred androgen deprivation treatment (ADT): A combined Johns Hopkins and CPDR study. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz248.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Consistent Biopsy Quality and Gleason Grading Within the Global Active Surveillance Global Action Plan 3 Initiative: A Prerequisite for Future Studies. Eur Urol Oncol 2019; 2:333-336. [PMID: 31200849 DOI: 10.1016/j.euo.2018.08.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 08/10/2018] [Accepted: 08/21/2018] [Indexed: 02/05/2023]
Abstract
Within the Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance (GAP3) initiative, 25 centers across the globe collaborate to standardize active surveillance (AS) protocols for men with low-risk prostate cancer (PCa). A centralized PCa AS database, comprising data of more than 15000 patients worldwide, was created. Comparability of the histopathology between the different cohorts was assessed by a centralized pathology review of 445 biopsies from 15 GAP3 centers. Grade group 1 (Gleason score 6) in 85% and grade group ≥2 (Gleason score ≥7) in 15% showed 89% concordance at review with moderate agreement (κ=0.56). Average biopsy core length was similar among the analyzed cohorts. Recently established highly adverse pathologies, including cribriform and/or intraductal carcinoma, were observed in 3.6% of the reviewed biopsies. In conclusion, the centralized pathology review of 445 biopsies revealed comparable histopathology among the 15 GAP3 centers with a low frequency of high-risk features. This enables further data analyses-without correction-toward uniform global AS guidelines for men with low-risk PCa. PATIENT SUMMARY: Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance (GAP3) initiative combines data from 15000 men with low-risk prostate cancer (PCa) across the globe to standardize active surveillance protocols. Histopathology review confirmed that the histopathology was consistent with low-risk PCa in most men and comparable between different centers.
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Impact of the SPOP Mutant Subtype on the Interpretation of Clinical Parameters in Prostate Cancer. JCO Precis Oncol 2018; 2018. [PMID: 30761387 PMCID: PMC6370327 DOI: 10.1200/po.18.00036] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Purpose Molecular characterization of prostate cancer, including The Cancer Genome Atlas, has revealed distinct subtypes with underlying genomic alterations. One of these core subtypes, SPOP (speckle-type POZ protein) mutant prostate cancer, has previously only been identifiable via DNA sequencing, which has made the impact on prognosis and routinely used risk stratification parameters unclear. Methods We have developed a novel gene expression signature, classifier (Subclass Predictor Based on Transcriptional Data), and decision tree to predict the SPOP mutant subclass from RNA gene expression data and classify common prostate cancer molecular subtypes. We then validated and further interrogated the association of prostate cancer molecular subtypes with pathologic and clinical outcomes in retrospective and prospective cohorts of 8,158 patients. Results The subclass predictor based on transcriptional data model showed high sensitivity and specificity in multiple cohorts across both RNA sequencing and microarray gene expression platforms. We predicted approximately 8% to 9% of cases to be SPOP mutant from both retrospective and prospective cohorts. We found that the SPOP mutant subclass was associated with lower frequency of positive margins, extraprostatic extension, and seminal vesicle invasion at prostatectomy; however, SPOP mutant cancers were associated with higher pretreatment serum prostate-specific antigen (PSA). The association between SPOP mutant status and higher PSA level was validated in three independent cohorts. Despite high pretreatment PSA, the SPOP mutant subtype was associated with a favorable prognosis with improved metastasis-free survival, particularly in patients with high-risk preoperative PSA levels. Conclusion Using a novel gene expression model and a decision tree algorithm to define prostate cancer molecular subclasses, we found that the SPOP mutant subclass is associated with higher preoperative PSA, less adverse pathologic features, and favorable prognosis. These findings suggest a paradigm in which the interpretation of common risk stratification parameters, particularly PSA, may be influenced by the underlying molecular subtype of prostate cancer.
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Development and Validation of a Prostate Cancer Genomic Signature that Predicts Early ADT Treatment Response Following Radical Prostatectomy. Clin Cancer Res 2018; 24:3908-3916. [PMID: 29760221 DOI: 10.1158/1078-0432.ccr-17-2745] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 01/29/2018] [Accepted: 05/08/2018] [Indexed: 12/19/2022]
Abstract
Purpose: Currently, no genomic signature exists to distinguish men most likely to progress on adjuvant androgen deprivation therapy (ADT) after radical prostatectomy for high-risk prostate cancer. Here we develop and validate a gene expression signature to predict response to postoperative ADT.Experimental Design: A training set consisting of 284 radical prostatectomy patients was established after 1:1 propensity score matching metastasis between adjuvant-ADT (a-ADT)-treated and no ADT-treated groups. An ADT Response Signature (ADT-RS) was identified from neuroendocrine and AR signaling-related genes. Two independent cohorts were used to form three separate data sets for validation (set I, n = 232; set II, n = 435; set III, n = 612). The primary endpoint of the analysis was postoperative metastasis.Results: Increases in ADT-RS score were associated with a reduction in risk of metastasis only in a-ADT patients. On multivariable analysis, ADT-RS by ADT treatment interaction term remained associated with metastasis in both validation sets (set I: HR = 0.18, Pinteraction = 0.009; set II: HR = 0.25, Pinteraction = 0.019). In a matched validation set III, patients with Low ADT-RS scores had similar 10-year metastasis rates in the a-ADT and no-ADT groups (30.1% vs. 31.0%, P = 0.989). Among High ADT-RS patients, 10-year metastasis rates were significantly lower for a-ADT versus no-ADT patients (9.4% vs. 29.2%, P = 0.021). The marginal ADT-RS by ADT interaction remained significant in the matched dataset (Pinteraction = 0.035).Conclusions: Patients with High ADT-RS benefited from a-ADT. In combination with prognostic risk factors, use of ADT-RS may thus allow for identification of ADT-responsive tumors that may benefit most from early androgen blockade after radical prostatectomy. We discovered a gene signature that when present in primary prostate tumors may be useful to predict patients who may respond to early ADT after surgery. Clin Cancer Res; 24(16); 3908-16. ©2018 AACR.
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PD60-06 VALIDATION OF A GENOMIC RISK CLASSIFIER TO PREDICT METASTASIS AND PROSTATE CANCER-SPECIFIC MORTALITY IN MEN WITH POSITIVE LYMPH NODES. J Urol 2018. [DOI: 10.1016/j.juro.2018.02.2818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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PSA doubling time (PSADT) and proximal PSA predict metastasis-free survival (MFS) in men with biochemically recurrent prostate cancer (BRPC) after radical prostatectomy (RP): Implications for patient counseling and clinical trial design. Ann Oncol 2017. [DOI: 10.1093/annonc/mdx370.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Abstract 4740: Loss of the tumor suppressor zinc finger protein-36 and risk of lethal prostate cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background. Biomarkers are needed to complement current clinicopathologic variables towards distinguishing prostate tumors that are likely to be metastatic from those that are indolent. We previously used a bioinformatic analytical approach to identify ZFP36, also known as Tristetraprolin (TTP), as a tumor suppressor in the NFκB pathway. The current study aims to evaluate the prognostic potential of tumor mRNA expression of ZFP36.
Methods. Our primary analysis leveraged data from a case-control study nested in the Health Professionals Follow-up Study and Physicians’ Health Study. Gene expression for ZFP36 was quantified from archival surgical tumor tissue using Affymetrix Human Gene 1.0 ST microarrays. Cases (n=113) were men who died of prostate cancer or developed metastatic disease, and controls (n=291) were men who lived at least 8 years after diagnosis and remained metastasis free. A genetically validated PTEN immunohistochemistry (IHC) assay was performed on tissue microarrays (TMAs) for a subset of the men (n=257).
Results. Mean ZFP36 expression was significantly lower in the cases compared to the controls (p<0.001), and the crude odds ratio (OR) for lethal disease comparing those with low ZFP36 expression (below the lower quartile) to those with high ZFP36 expression (greater than or equal to the lower quartile) was 3.52 (95% CI: 2.18-5.69; p<0.001). The association persisted with adjustment for Gleason category, age at diagnosis, and clinical stage, with an adjusted OR of 1.93 (95% CI: 1.07-3.49; p=0.03). When modeled as a continuous variable in a logistic regression for prognosis, ZFP36 improved the AUC of the clinical factor model (Gleason, age, and clinical stage) from 0.83 (95% CI: 0.79-0.88) to 0.85 (95% CI: 0.81-0.89; p=0.10 for improvement).
Among the patients with available PTEN staining, independent effects of ZFP36 and PTEN loss were observed. In the logistic regression on lethal disease with both variables included, PTEN negativity conferred an OR of 2.10 (95% CI: 1.11-3.93; p=0.02) and low ZFP36 produced an OR of 2.34 (95% CI: 1.24-4.36; p=0.01). Taken together, we observed an OR of 4.90 (95% CI: 2.05-11.72) comparing patients with PTEN negativity and low ZFP36 to those with PTEN staining present and high ZFP36.
Conclusions. Loss of the tumor suppressor ZFP36 is prognostic for metastatic or lethal prostate cancer. Combining information on ZFP36 with measurements from other mechanistic pathways, such as PTEN, may lead to highly accurate models.
Citation Format: Travis Gerke, Daniela Börnigen, Himisha Beltran, Svitlana Tyekucheva, Curtis Huttenhower, Gwo-Shu Lee, Bruce Trock, Lorelei Mucci, Christopher Sweeney. Loss of the tumor suppressor zinc finger protein-36 and risk of lethal prostate cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4740. doi:10.1158/1538-7445.AM2017-4740
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Barriers to radiotherapy access at the University College Hospital in Ibadan, Nigeria. Clin Transl Radiat Oncol 2017; 5:1-5. [PMID: 29594210 PMCID: PMC5833915 DOI: 10.1016/j.ctro.2017.05.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2017] [Revised: 05/20/2017] [Accepted: 05/28/2017] [Indexed: 11/28/2022] Open
Abstract
Introduction Nigeria has the biggest gap between radiotherapy availability and need, with one machine per 19.4 million people, compared to one machine per 250,000 people in high-income countries. This study aims to identify its patient-level barriers to radiotherapy access. Material and methods This was a cross sectional study consisting of patient questionnaires (n = 50) conducted in January 2016 to assess patient demographics, types of cancers seen, barriers to receiving radiotherapy, health beliefs and practices, and factors leading to treatment delay. Results Eighty percent of patients could not afford radiotherapy without financial assistance and only 6% of the patients had federal insurance, which did not cover radiotherapy services. Of the patients who had completed radiotherapy treatment, 91.3% had experienced treatment delay or often cancellation due to healthcare worker strike, power failure, machine breakdown, or prolonged wait time. The timeliness of a patient’s radiotherapy care correlated with their employment status and distance from radiotherapy center (p < 0.05). Conclusions Barriers to care at a radiotherapy center in a low- and middle-income country (LMIC) have previously not been well characterized. These findings can be used to inform efforts to expand the availability of radiotherapy and improve current treatment capacity in Nigeria and in other LMICs.
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MP43-18 FOR MEN ON ACTIVE SURVEILLANCE FOR PROSTATE CANCER, OLDER AGE AT DIAGNOSIS AND AT RADICAL PROSTATECTOMY PORTENDS POOR OUTCOMES. J Urol 2017. [DOI: 10.1016/j.juro.2017.02.1328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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MP43-15 CLINICAL SIGNIFICANCE OF DETECTION OF PERINEURAL INVASION (PNI) ON A SURVEILLANCE BIOPSY IN FAVORABLE RISK MEN ON ACTIVE SURVEILLANCE. J Urol 2017. [DOI: 10.1016/j.juro.2017.02.1325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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PD59-02 VARIABILITY IN GROWTH KINETICS OF SMALL RENAL MASSES ON ACTIVE SURVEILLANCE: RESULTS FROM THE DISSRM REGISTRY. J Urol 2017. [DOI: 10.1016/j.juro.2017.02.2630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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186 Analysis of the Priapism Impact Profile in a Sample of Jamaican Men. J Sex Med 2017. [DOI: 10.1016/j.jsxm.2016.12.175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Reply to Christian Daniel Fankhauser, Lorelei A. Mucci, and Travis A. Gerke's Letter to the Editor re: Won Sik Ham, Heather J. Chalfin, Zhaoyong Feng, et al. New Prostate Cancer Grading System Predicts Long-term Survival Following Surgery for Gleason Score 8-10 Prostate Cancer. Eur Urol 2017;71:907-12. Eur Urol 2017; 72:e11-e12. [PMID: 28108147 DOI: 10.1016/j.eururo.2017.01.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 01/04/2017] [Indexed: 11/26/2022]
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Setting an Agenda for Assessment of Health-related Quality of Life Among Men with Prostate Cancer on Active Surveillance: A Consensus Paper from a European School of Oncology Task Force. Eur Urol 2016; 71:274-280. [PMID: 27720532 DOI: 10.1016/j.eururo.2016.09.041] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 09/27/2016] [Indexed: 11/27/2022]
Abstract
BACKGROUND Literature on the health-related quality of life (HRQoL) for men with localized prostate cancer (PCa) on active surveillance (AS) shows a need for methodological guidance regarding HRQoL issues and how to address them. OBJECTIVE The European School of Oncology Task Force (ESO TF) aimed to identify a core set of research questions and related measures to include in AS HRQoL studies. DESIGN, SETTING, AND PARTICIPANTS A modified Delphi study was used to reach consensus on AS HRQoL research topics and tools between 2014 and 2015. Data were collected by engaging a multidisciplinary team of 15 experts. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS An open-ended questionnaire was used to collect information from ESO TF members regarding issues in AS HRQoL research. Then a structured questionnaire was used to collect ratings on the usefulness/importance of different AS HRQoL aspects. Items that ≥80% of ESO TF members rated as useful/important were retained. Items with a 50-80% rating were discussed to reach final agreement. RESULTS AND LIMITATIONS Six main research questions concerning the selection of outcome measures, measurement tools, and comparison groups were identified as relevant. The core set of measures identified were related to individual characteristics, psychological dimensions; decision-making-related issues, and physical functioning. The multidisciplinary expertise of ESO TF members was a significant asset, even if bringing different backgrounds to the discussion table represented a challenge. CONCLUSIONS HRQoL measures have to be sensitive to the specific needs of men on AS. The definition of HRQoL outcomes will enhance a broader understanding of the HRQoL of men on AS and sustain patient-centered medicine. PATIENT SUMMARY An international panel agreed on a set of health-related quality-of-life aspects to be assessed among men on active surveillance for prostate cancer. Valid relevant questionnaires were identified. The experts' indications lay a foundation for future research and clinical practice.
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Efficacy of Postoperative Radiation in a Prostatectomy Cohort Adjusted for Clinical and Genomic Risk. Int J Radiat Oncol Biol Phys 2016. [DOI: 10.1016/j.ijrobp.2016.06.256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Development and Validation of Genomic Signature That Predicts Androgen Deprivation Therapy Treatment Failure. Int J Radiat Oncol Biol Phys 2016. [DOI: 10.1016/j.ijrobp.2016.06.1145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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MP09-17 THE NATURAL HISTORY OF METASTASIS AS A FUNCTION OF PSADT IN A SURGICALLY-TREATED PATIENT COHORT EXPERIENCING BIOCHEMICAL RELAPSE. J Urol 2016. [DOI: 10.1016/j.juro.2016.02.2304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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MP07-01 VALIDATION OF A GENOMIC RISK CLASSIFIER TO PREDICT PROSTATE CANCER DEATH IN HIGH RISK PATIENTS. J Urol 2016. [DOI: 10.1016/j.juro.2016.02.2204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Abstract B11: Viral and host gene methylation in liquid prep: novel molecular screening and triage tools to reduce cervical cancer disparities. Cancer Epidemiol Biomarkers Prev 2016. [DOI: 10.1158/1538-7755.disp15-b11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
Latino women in the United States have the highest cervical cancer incidence rate, yet the highest death rate from cervical cancer is among Black women. The disproportionate burden of cervical cancer in the United States is primarily due to lack of screening, among the medically underserved, regardless of race or ethnicity. Rural and inner city women living in poverty have lower rates of screening and higher rates of cervical cancer in the US. The advent of molecular diagnostics provides an opportunity to develop novel cervical cancer screening and triage tools that can be packaged as point of care and self-testing solutions.
We set out to identify a panel of methylated HPV DNA and human genes that can discriminate between CIN2+ and normal/CIN1 patients in liquid prep samples and in Transrenal DNA (TrDNA) isolated from urine.
We used three independent cohorts, from Chile, Baltimore and Puerto Rico, to develop a method that can be used to triage into colposcopy, HPV+ women with abnormal cytology. Participants were women with no cervical intraepithelial lesions or malignancy and women with abnormal cervical biopsies– Cervical Intraepithelial Neoplasia (CIN), carcinoma in-situ and cervical cancer.
Using DNA methylation arrays for Discovery and quantitative Methylation Specific PCR (qMSP) for Validation, we found that promoter methylation of ZNF516, FKBP6, and INST1 discriminates samples with CIN2+ lesions from samples with no intraepithelial lesions or malignancy (NILM): 88.3% sensitivity, 88.9% specificity, 93.2 Area Under the Curve (AUC), 86.9% positive predictive value (PPV) and 90.2% negative predictive value (NPV). Using custom sequence capture pools of baits, we pulled down genomic and bisulfite converted high-risk HPV DNA before library prep for NGS in 454 and MiSeq instruments, respectively. Using our NGS results, we optimized a Syber Greeen qPCR assay to detect high risk HPV DNA and a qMSP primer-probe set to detect methylated HPV. We replicated the results in liquid prep samples (n=67), adding HPV16 methylation to the panel: 90.9% sensitivity, 60.9% specificity, 90.1 (AUC), 52.6% positive predictive value (PPV) and 93.3% NPV. These results were verified in plasma DNA (AUC=80.7) and TrDNA (AUC=86.1) isolated from a subset of patients who provided the liquid prep samples.
Our results suggest that our panel of viral and host gene methylation markers may be used as a reflex test in liquid prep to triage high risk HPV positive women into colposcopy, or as a screening and triage test in TrDNA, in combination with our high risk HPV test.
There are several commercial co-testing options for identification of oncogenic high-risk HPV types (HPV+) in patients with abnormal cytology. However, there are currently no tests that can reliably identify the HPV+ patients with abnormal cytology that need to be referred for colposcopy. Consequently, more than half of the women that are referred to colposcopy either have a negative biopsy, or a grade 1 Cervical Intraepithelial Neoplasia (CIN1) diagnosis, which usually reverts to normal in 12-24 months. A triage test from cytology to colposcopy that can identify in the liquid prep sample those patients with a CIN grade more likely to progress to cervical cancer (CIN2+), would decrease the number of unnecessary cervical mucosa biopsies performed today, decreasing health care cost and improving the quality of health care delivery. These molecular tools can also be packaged as point of care and self-testing solutions to eliminate cervical cancer disparities in medically underserved women.
Note: This abstract was not presented at the conference.
Citation Format: Rafael Guerrero-Preston, Anne Jedlicka, Blanca L. Valle, Nitesh Turaga, Liliana Florea, Oluwasina Folawiyo, Francesca Pirini, Fahcina Lawson, Angelo Vergura, Maartje Noordhuis, Gabriela Perez, Marisa Renehan, Carolina Guerrero-Díaz, Edgardo De Jesus, Teresa Diaz-Montes, Bruce Trock, Keimari Mendez, Josefina Romaguera, David Sidransky. Viral and host gene methylation in liquid prep: novel molecular screening and triage tools to reduce cervical cancer disparities. [abstract]. In: Proceedings of the Eighth AACR Conference on The Science of Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; Nov 13-16, 2015; Atlanta, GA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2016;25(3 Suppl):Abstract nr B11.
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Abstract A1-64: Molecular and clinical characterization of 1,577 primary prostate cancer tumors reveals novel clinical and biological insights into its subtypes. Cancer Res 2015. [DOI: 10.1158/1538-7445.transcagen-a1-64] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Prostate cancer molecular subtypes based on ETS gene fusions and SPINK1 were originally identified through distinct gene expression profiles. Such molecular subtypes may have utility in disease stratification and clonality assessment, complementing available purely prognostic tests. Hence, we determined the analytical validity of molecular subtyping and explored clinical associations using global gene expression profiles in a large cohort of PCa.
Methods: We analyzed 1,577 patient Affymetrix Human Exon 1.0ST GeneChip expression profiles from 8 radical prostatectomy (RP) cohorts; 5 of them generated as part of the Decipher® platform for the Decipher® discovery or validation. Multi-feature random forest classifiers and outlier analysis were used to define microarray-based molecular subtypes and characterize clinical associations.
Results: A random forest (RF) classifier (m-ERG) was trained and validated to predict ERG fusion status using separate subsets of a single-institution RP cohort (total n=407) with known ERG rearrangement status defined by FISH, achieving >95% sensitivity and specificity in the validation subset. The model was then applied to 7 independent RP cohorts to predict ERG rearrangement status. Less frequent rearrangements involving other ETS genes (ETV1, ETV4, ETV5, FLI1) or SPINK1 over-expression were predicted based on gene expression outlier analysis. Across cohorts, 45%, 9% 8% and 38% of PCa were classified as ERG+, ERG—ETS+, ERG—SPINK+, and Triple Negative (ERG—/ETS—/SPINK1—), respectively. Global gene expression analysis shows that the four subtypes could be collapsed into three entities (ERG+, ERG—ETS+ and SPINK+/Triple Negative) based on expression patterns and clinical characteristics similarity. Based on multivariable analysis, ERG+ is significantly associated with lower pre-PSA (p<0.001), lower Gleason score (p<0.001), the presence of extraprostatic extension (p<0.001) and European Americans (p<0.001), but not associated with outcome. ERG—ETS+ is significantly associated with SVI (p=0.01) and ERG—SPINK+ is enriched in African Americans (p<0.001).
Conclusions: The Decipher® platform can accurately determine ERG rearrangement status and PCa molecular subtypes. Inclusion of molecular subtyping, such as m-ERG status, may enable additional precision medicine opportunities in prognostic tests and provides insights into the development of novel therapeutic approaches.
Citation Format: Mohammed Alshalalfa, Scott A. Tomlins, Nicholas Erho, Kasra Yousefi, Shuang Zhao, Robert B. Den, Adam P. Dicker, Bruce Trock, Angelo DeMarzo, Edward M. Schaeffer, Ashley Ross, Eric A. Klein, Cristina Magi-Galluzzi, Jeffery R. Karnes, Robert B Jenkins, Elai Davicioni, Felix Feng. Molecular and clinical characterization of 1,577 primary prostate cancer tumors reveals novel clinical and biological insights into its subtypes. [abstract]. In: Proceedings of the AACR Special Conference on Translation of the Cancer Genome; Feb 7-9, 2015; San Francisco, CA. Philadelphia (PA): AACR; Cancer Res 2015;75(22 Suppl 1):Abstract nr A1-64.
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Monitoring nanoparticle-mediated cellular hyperthermia with a high-sensitivity biosensor. Nanomedicine (Lond) 2015; 9:2729-43. [PMID: 24547783 DOI: 10.2217/nnm.13.207] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To develop and apply a heat-responsive and secreted reporter assay for comparing cellular response to nanoparticle (NP)- and macroscopic-mediated sublethal hyperthermia. MATERIALS & METHODS Reporter cells were heated by water bath (macroscopic heating) or iron oxide NPs activated by alternating magnetic fields (nanoscopic heating). Cellular responses to these thermal stresses were measured in the conditioned media by secreted luciferase assay. RESULTS & CONCLUSION Reporter activity was responsive to macroscopic and nanoparticle heating and activity correlated with measured macroscopic thermal dose. Significant cellular responses were observed with NP heating under doses that were insufficient to measurably change the temperature of the system. Under these conditions, the reporter response correlated with proximity to cells loaded with heated nanoparticles. These results suggest that NP and macroscopic hyperthermia may be distinctive under conditions of mild hyperthermia.
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MP32-06 DOES THE OWNERSHIP OF RADIATION ONCOLOGY SERVICES AFFECT UROLOGISTS' PRACTICE PATTERNS FOR THE TREATMENT OF PROSTATE CANCER? J Urol 2015. [DOI: 10.1016/j.juro.2015.02.1402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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MP24-16 VARIABILITY IN MEDICARE UTILIZATION AND PAYMENT AMONG UROLOGISTS. J Urol 2015. [DOI: 10.1016/j.juro.2015.02.1158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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MP9-02 OLDER AGE PREDICTS GLEASON SCORE UPGRADING DURING LONG-TERM MONITORING ON ACTIVE SURVEILLANCE. J Urol 2015. [DOI: 10.1016/j.juro.2015.02.362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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MP64-10 PERIOPERATIVE BLOOD TRANSFUSION IN BLADDER CANCER PATIENTS UNDERGOING RADICAL CYSTECTOMY IS ASSOCIATED WITH INCREASED MORBIDITY AND LENGTH OF STAY BUT NOT ADVERSE ONCOLOGIC OUTCOMES. J Urol 2015. [DOI: 10.1016/j.juro.2015.02.2321] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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MP4-13 CONDITIONAL CANCER SPECIFIC SURVIVAL FOLLOWING RADICAL PROSTATECTOMY DEPENDS ON PREOPERATIVE RISK CLASSIFICATION. J Urol 2015. [DOI: 10.1016/j.juro.2015.02.156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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MP50-01 RESULTS FROM A MULTI-INSTITUTIONAL, PROSPECTIVE CLINICAL TRIAL OF DELAYED INTERVENTION AND SURVEILLANCE FOR SMALL RENAL MASSES: THE DISSRM REGISTRY. J Urol 2015. [DOI: 10.1016/j.juro.2015.02.1666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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MP61-11 SPINK1 DEFINES A MOLECULAR SUBTYPE OF PROSTATE CANCER MEN WITH MORE RAPID PROGRESSION FROM BIOCHEMICAL RECURRENCE TO DEATH IN AN AT RISK, NATURAL HISTORY COHORT. J Urol 2015. [DOI: 10.1016/j.juro.2015.02.2192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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